GPU Cloud Guides
Practical analysis on GPU pricing, LLM infrastructure, and how to get the most out of cloud compute.
H100 vs A100: Which GPU Should You Rent for AI?
A detailed comparison of NVIDIA H100 and A100 cloud GPU pricing, performance, and when each makes financial sense for AI training and inference workloads.
Cheapest Cloud GPU for Running LLaMA 3, Mistral, and Other Open-Source LLMs
A practical guide to finding the cheapest GPU cloud provider for open-source LLM inference and fine-tuning. Covers GPU sizing, spot pricing, and which providers offer the best value in 2025.
RunPod vs Lambda Labs: Which GPU Cloud is Better in 2025?
A side-by-side comparison of RunPod and Lambda Labs for AI/ML workloads. Covers GPU selection, pricing, reliability, billing models, and which is better for your use case.
Best GPU for AI Inference in 2025: L40S vs A100 vs H100 Compared
Which GPU gives you the most inference throughput per dollar? A detailed comparison of L40S, A100, H100, and RTX 4090 for LLM inference workloads in 2025.
7 Ways to Cut Your GPU Cloud Costs by 50% or More
Practical strategies for reducing GPU cloud spending without sacrificing performance. From spot instances to right-sizing GPUs, these techniques work across all major cloud providers.